Cargando…

Large-scale image region documentation for fully automated image biomarker algorithm development and evaluation

With the advent of fully automated image analysis and modern machine learning methods, there is a need for very large image datasets having documented segmentations for both computer algorithm training and evaluation. This paper presents a method and implementation for facilitating such datasets tha...

Descripción completa

Detalles Bibliográficos
Autores principales: Reeves, Anthony P., Xie, Yiting, Liu, Shuang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5462336/
https://www.ncbi.nlm.nih.gov/pubmed/28612037
http://dx.doi.org/10.1117/1.JMI.4.2.024505